Associum

AI associate that turns raw data into sign-off-ready docs.

16 followers

AI associate that turns raw data into sign-off-ready docs.

16 followers

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OpenClaw

AI gives you a draft. Associum gives you a deliverable. It handles everything: data gathering, research, analysis, and finished document, then outputs a polished Word, Excel, PDF, or PowerPoint file ready to send. Built for anyone who works with data, conducts research, or needs professional-quality documents without spending hours on formatting and polish. Not a chat thread. Not a draft. Sign-off ready.

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Launch tags:Fintech•SaaS•Artificial Intelligence

Launch Team / Built With

Framer AI AgentsDesign and publish professional sites with AI

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Maker

📌

Hi Product Hunt! 👋 I'm Vishal, co-founder of Associum. Think of it as an AI associate that delivers finished work, not just answers. Reports, decks, Excel models. Ready to send. Here is what you can do with it today: Run deep analysis across your entire dataset, like Claude Code but for your documents and data. Build professional PowerPoint decks with last-mile edits directly in the app. Generate long-form deliverables: consulting reports, research reports, due diligence memos. Some examples produced on the platform: Equity Initiation Report: https://app.associum.ai/s/report... Strategy Transformation Deck: https://app.associum.ai/s/report... Accounting Standard Conversion: https://app.associum.ai/s/report... Regulatory Change Brief: https://app.associum.ai/s/report... Happy to jump on a quick call to walk you through it. Just DM me. 🙏

Report

2mo ago

The last mile is where all the time goes, so shipping the finished deck instead of a wall of text is great. Looked at the equity report, structure looks great. Nice launch.

Report

8d ago

Forum Threads

p/associum

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8d ago

The Missing Harness for Knowledge Work

Almost every knowledge-work domain now has a decent tool. Harvey and Legora for legal. Rogo for finance. All decent and all narrow and not accessible to everyone.

Coding has something the rest of knowledge work doesn't: harnesses. Cursor CLI, OpenCode, Codex, Claude Code general-purpose agents that turn a model into a real force multiplier.

So where's the equivalent for everyone else? Why is there no publicly available harness that's a genuine upgrade over Claude Code or Codex for the deliverables professionals actually ship Excel models, research reports, decks, PDFs?

That's what we built at Associium.

p/associum

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1mo ago

SotA for Excel Generation

We're rolling out a feature that lets you vibecode Excel models, the same category a well-funded Silicon Valley startup has been getting attention for. Building it out, we realised we don't just match what's currently considered best. We beat it.

Here's our output for the prompt "build a detailed LBO model for ExxonMobil": https://docs.google.com/spreadsh...

Run that same prompt on any other platform and the gap is hard to miss.
Here is what claude had to say about our results vs others:
https://claude.ai/public/artifac...

How we did it: we generate Excel server-side instead of client-side, using openpyxl as the engine. We built on top of it to support pivot tables and everything else a real model needs. The reasoning behind the bet: openpyxl is heavily represented in training data, so the model actually knows how to drive it. That's the difference between a spreadsheet that looks right and one that is right.

p/associum

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2mo ago

Associum — your AI associate for professional-grade work

Hey Product Hunt

We built Associum for professionals and firms who are tired of AI tools that look impressive but stop short of actually doing the work.

Here is what Associum does:

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Here's our output for the prompt "build a detailed LBO model for ExxonMobil": https://docs.google.com/spreadsh...

Run that same prompt on any other platform and the gap is hard to miss.
Here is what claude had to say about our results vs others:
https://claude.ai/public/artifac...